Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_first
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by prioritizing PowerShell examples and tools throughout. PowerShell cmdlets are used for key steps such as obtaining role definition GUIDs and principal IDs, and deployment instructions are exclusively given using PowerShell. There is minimal coverage of Azure CLI, and no explicit Linux shell (bash) examples or instructions are provided. Windows-centric tools and patterns (e.g., New-Guid, Get-AzADUser) are mentioned without Linux equivalents or cross-platform alternatives.
Recommendations
  • Provide equivalent bash/Azure CLI examples for all PowerShell commands, especially for obtaining role definition IDs and principal IDs.
  • Include instructions and examples for deploying Resource Manager templates using Azure CLI (az deployment group create) and reference Linux shell usage.
  • Mention cross-platform tools for GUID generation, such as uuidgen in Linux/macOS, alongside New-Guid.
  • Ensure that CLI examples are as detailed and prominent as PowerShell examples, and consider presenting CLI and PowerShell side-by-side.
  • Add explicit notes or sections for Linux/macOS users, clarifying any differences in command syntax, file paths, or prerequisites.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets